joshuamschultz / learning-scikit-learn

Practice Problems and Tutorials using Scikit-Learn.

Learning Scikit-Learn by Example

This repo is a collection of exercises I have undergone in order to

• test and experiment with sklearn's capability
• try commands to see what the output is and how to use it for next steps
• learn various models
• learn enhacements such as regularization
• put together various ensemble models

Table of Contents

1. Models
   • Regression
   • Classification
2. Performance Tuning
3. Ensemble Models
4. Misc Tutorials & Exercises

Models

Regression

Classification

Gaussian Naive Bayes

Performance Tuning

Ensembles

Misc Tutorials & Exerices